Social Welfare Maximization for Collaborative Edge Computing: A Deep Reinforcement Learning-Based Approach.
Xingqiu HeYuhang ShenHongxi ZhuSheng WangChaoqun YouTony Q. S. QuekPublished in: CoRR (2022)
Keyphrases
- social welfare
- reinforcement learning
- optimal allocation
- utility function
- pareto optimal
- resource allocation
- collaborative learning
- neural network
- cooperative games
- reinforcement learning algorithms
- sealed bid
- reward function
- computational efficiency
- probability distribution
- dynamic programming
- cooperative
- genetic algorithm
- machine learning